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检索条件"主题词=Software Algorithms"

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Research on Optimization Design Method of Underwater Solenoid Electromagnet Based on ACO Algorithm

Research on Optimization Design Method of Underwater Solenoi...

引用

International Conference on Applied Machine Learning (ICAML)

作者： Zhichun Dai Hangzhou Applied Acoustics Research Institute Hangzhou China

The DC solenoid electromagnet can change its own displacement through the change of the magnetic field and then perform the corresponding action, and is widely used in underwater equipment. The electromagnetic force of the electromagnet in the working range is its important performance, but due to the nonlinear characteristics of the magnetic field, there is no unified and effective optimization design method. Aiming at this problem, this paper proposes an electromagnet optimization algorithm based on ant colony optimization algorithm (ACO) and simulates it based on ANSOFT software. The simulation results show that, compared with the conventional design method, this method can effectively improve the suction force of the electromagnet.

关键词： Design methodology software algorithms Force Optimization methods Electromagnets software Magnetic fields

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Research on the Application of Deep Learning in Computer Interlocking System Simulation Test Platform

Research on the Application of Deep Learning in Computer Int...

引用

Intelligent Computing and Human-Computer Interaction (ICHCI), International Conference on

作者： Ji Yi He Tao Wu Yong cheng School of Automation & Electrical Engineering Lanzhou Jiaotong University Lan Zhou China Gansu Research Center of Automation Engineering Technology for Industry & Transportation Lan Zhou China

Computer interlocking system is a safety-critical system. Aiming at the problems of insufficient testing, low efficiency, strong subjectivity, and poor comprehensibility in the current functional testing of computer interlocking systems using manual testing and automatic testing. A design scheme of a simulation test platform based on deep learning for automated testing of interlocking system functions is proposed. By analyzing the system structure of the interlock system and the process of manual and automatic testing, the design idea and implementation method of the simulation test platform are determined, and the automatic testing target of the interlock function is finally realized, thus achieving the goal of complete and efficient safety testing.

关键词： Deep learning Human computer interaction Analytical models Computational modeling Automatic testing software algorithms Manuals

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Data encryption performance and evaluation schemes

Data encryption performance and evaluation schemes

引用

IEEE Southeastcon

作者： S.V. Wunnava E. Rassi Florida International University Miami FL USA

ISBN: (纸本)0780372522

With the explosion in Internet-based electronic commerce, there is an increasing need to secure data and commercial transactions. While there are several encryption methodologies, such as the DES (Data Encryption Standard) and the RSA (Rivest, Shamir, Adleman) algorithm, there is a continuous need to develop other algorithms, especially taking into consideration the recent advances in hardware and storage technologies and software distributed computing capabilities. The purpose of this paper is to present the results of investigations conducted by the authors regarding the emerging data security methodologies. Emphasis is placed on the applicability of these algorithms in the academic, industrial and commercial environments. Of the several methodologies considered for the AES (Advanced Encryption Standard), MARS (Multivariate Adaptive Regression Splines) has become one of the front-running and adaptable methodologies for data security over global networks. Initiated by NIST (National Institute of Standards), the MARS cipher was developed by IBM as an alternative to the existing DES methodology; MARS is expected to be more secure.

关键词： Cryptography Mars software algorithms Data security Explosions Internet Electronic commerce software standards Standards development Hardware

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Comparison study of optimized test suite generation using Genetic and Memetic algorithm

Comparison study of optimized test suite generation using Ge...

引用

International Conference on Pervasive Computing (ICPC)

作者： Ankita A. Mundade Tareek M. Pattewar Department of Computer Engineering SES's R. C. Patel Institute of Technology Shirpur MS India Department of Information Technology SES's R. C. Patel Institute of Technology Shirpur MS India

Testing is one of the important phase of software engineering field, which checks the correctness of software. A common part in software testing is that test data are generated. For this test data, tester manually adds different test cases. But adding test cases manually is very difficult task. So we generate set of test cases called as test suite. Test case is nothing but a condition which we want to check. Code coverage is important factor in test suite. While generating a test suite, consider a inheritance tree a of class and generate test cases by considering all branches of that tree. Test case may have more than one goal, check feasibility for this particular goal. For generating optimized test suite, apply Genetic and Memetic algorithm. The aim of this test suite generation is covering all branches for maximum code coverage while keeping the minimum size. Applying both algorithms for code coverage. Code coverage of Memetic algorithm is maximum than code coverage of Genetic algorithm. We have implemented this system and for checking result use open source project such as Roops and net.

关键词： Memetics software software algorithms software testing Genetic algorithms Genetics

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Rapid tooling for automated desktop manufacturing

Rapid tooling for automated desktop manufacturing

引用

Annual Conference of Industrial Electronics Society

作者： R.C. Luo Cheng Lung Chang Zhong Hong Huang Jyh Hwa Tzou Graduate Institute of Opto-Mechatronics National Chung Cheng University Chiayi Taiwan Department of Electrical Engineering National Chung Cheng University Chiayi Taiwan Department of Mechanical Engineering Wu Feng Institute of Technology Chiayi Taiwan

A new rapid tooling (RT) system based on pre-placed metallic powder has been proposed. A 500 W Nd-YAG laser, a pre-placed powder mechanism, a linear planar motor based working table, and PC-based controller are incorporated for the hardware architecture. In this research, we propose a software technique that includes slicing with bucket sorting, direct slicing, and tool path generation algorithms. The slicing method provides the direct slicing of the CAD model in IGES geometric format to improve the accuracy of desired part. Effort was attempted to find out the better parameters of laser cladding using single clad and cladding layer techniques. The process of the proposed system involves path control, laser cladding of layer by layer, milling, and finishing. Based on the investigation, some metallic components were fabricated.

关键词： Manufacturing automation Powders Optical control Laser modes Planar motors Automatic control Hardware software tools Sorting software algorithms

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Implementation of Face Feature algorithms for Authentication of a Person (IFFAP)

Implementation of Face Feature Algorithms for Authentication...

引用

Distributed Computing and Electrical Circuits and Electronics (ICDCECE), IEEE International Conference on

作者： Ramachandra A.C Monisha B Poorvika Muralapur Vasupraneetha H Department of ECE Nitte Meenakshi Institute of Technology Bengaluru India

ISBN: (数字)9798350318609

ISBN: (纸本)9798350318616

The present conventional digital financial transaction at Automated Teller Machines (ATM) is secured with PIN number, with this there are chances of forgetting or misusing to overcome this with the increase in technology and various advancements in financial infrastructure, most of the bank customers prefer to use Automated Teller Machines (ATM). To improve the security in such cases a new generation ATM machine which is based on face recognition technology is used. It also assists with changing passwords which increases privacy and security. The high-quality image has an important role in the recognition process. We propose Implementation of Face Feature algorithms for Authentication of a Person (IFF AP) technique, an attempt to solve, The LBP algorithm and Haar Cascade techniques are employed for this process. This technology helps in increased security and avoids unauthorized transactions. This mutually benefits banking institutions and the customers. Leveraging existing algorithms, particularly those based on Local Binary Pattern (LBP) and Haar Cascade, reveals a commendable qualitative analysis showcasing high accuracy up to 92.85% and improves computational efficiency compared to existing Techniques.

关键词： Codes Face recognition Automated teller machine software algorithms Authentication User experience software

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Context-Aware Framework for Enhanced Smart Urban Pollution Monitoring and Control

Context-Aware Framework for Enhanced Smart Urban Pollution M...

引用

Emerging Trends in Computing and Engineering Applications (ETCEA), International Conference on

作者： Omar Tayan Department of Scientific Research & Graduate Studies University of Prince Mugrin (UPM) Madinah Saudi Arabia

ISBN: (纸本)9781665477109

Smart pollution monitoring approaches based on wireless sensor networks (WSNs) have progressed significantly over the past decade. More recently, intelligent computational strategies based on internet-of-things (IoT) and cloud computing (CC) have gained much momentum in the related studies. In this study, a smart context-aware environmental pollution monitoring and control scheme is presented for an urban setting to demonstrate how effective pollution mitigation and control can be achieved by the integration of known hardware and software approaches in a feedback control system. As a main contribution, this work shall describe in detail how the hardware infrastructure that consists of internet-of-things (IoT) and either cellular or non-cellular communications, is combined with machine learning (ML) software algorithms to provide informed environment control decisions/signals for dynamically and optimally updating the status of our environmentally controlled mitigation strategies. Finally, the importance of this work is clear as the framework and architecture can also be applied to other urban settings and mitigation strategies that can be optimized using intelligent and context-aware control signals.

关键词： Wireless sensor networks Urban pollution Urban areas software algorithms Pollution control Computer architecture software

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An Algebraic Test for Local Controllability of Input-Linear Polynomial Systems

An Algebraic Test for Local Controllability of Input-Linear ...

引用

International Conference on System Theory, Control, and Computing (ICSTCC)

作者： Daniel Gerbet Klaus Röbenack Institute of Control Theory TUD Dresden University of Technology Dresden Germany

ISBN: (数字)9798350364293

ISBN: (纸本)9798350364309

The decision of the controllability property of a nonlinear system is still not settled completely. For input-linear systems the well-known Lie algebra rank condition can be used. In this contribution we make use of this rank condition to compute the set of not locally controllable points of polynomial dynamical systems by algebraic methods.

关键词： Geometry Algebra software algorithms Aerospace electronics Controllability Polynomials Vectors Generators software Dynamical systems

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Block volume rendering using accelerator board in medical images

Block volume rendering using accelerator board in medical im...

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Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

作者： D.W. Kim J.S. Kim I.Y. Kim S.I. Kim Department of Biomedical Engineering Hanyang University Seoul South Korea

To reduce rendering time, there have been many fast algorithms. There are limitations of rendering speed using only software algorithms on PC. To overcome this problem, we introduce a new method, parallel processing u... 详细信息

ISBN: (纸本)0780364651

关键词： Rendering (computer graphics) Biomedical imaging Parallel processing Interpolation Sun software algorithms Image quality Electrical capacitance tomography Yarn Color

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Design of a prototypical platform for autonomous and connected vehicles

Design of a prototypical platform for autonomous and connect...

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International Conference of Electrical and Electronic Technologies for Automotive

作者： Stefano Arrigoni Simone Mentasti Federico Cheli Matteo Matteucci Francesco Braghin Politecnico di Milano Department of Mechanical EngineeringMilanoItaly20156 Politecnico di Milano Department of Electronics Information and Bioengineering (DEIB)MilanoItaly20133

ISBN: (纸本)9781665434331

Self-driving technology is expected to revolutionize different sectors and is seen as the natural evolution of road vehicles. In the last years, real-world validation of designed and virtually tested solutions is growing in importance since simulated environments will never fully replicate all the aspects that can affect results in the real world. To this end, this paper presents our prototype platform for experimental research on connected and autonomous driving projects. In detail, the paper presents the overall architecture of the vehicle focusing both on mechanical aspects related to remote actuation and sensors set-up and software aspects by means of a comprehensive description of the main algorithms required for autonomous driving as ego-localization, environment perception, motion planning, and actuation. Finally, experimental tests conducted in an urban-like environment are reported to validate and assess the performances of the overall system.

关键词： Connected vehicles software algorithms Prototypes Computer architecture Sensor phenomena and characterization software Planning

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